ZygoteRules

Last updated: Mar 20, 2026

Downloads last 30 days: 32,970
Downloads last week: 7,900
Downloads last day: 2,053
Downloads last 30 days: 32,970
Downloads last week: 7,900
Downloads last day: 2,053

Total Downloads

View Total Downloads data table

Date	Downloads
2026-03-07	1,155
2026-03-08	1,790
2026-03-09	4,488
2026-03-10	4,718
2026-03-11	2,425
2026-03-12	2,958
2026-03-13	2,004
2026-03-14	420
2026-03-15	499
2026-03-16	821
2026-03-17	775
2026-03-18	1,328
2026-03-19	774
2026-03-20	1,279

Downloads by Region

Dependencies

4 packages (2 direct, 2 transitive)

Package	Depth ↑	Downloads ↓
MacroTools	Direct	166,800
ChainRulesCore	Direct	103,548
Compat	Depth 2	184,321
TOML	Depth 3	2,928

Dependents

100 packages (16 direct, 84 transitive) · 40,116 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
Zygote	Direct	23,251
DistributionsAD	Direct	3,080
DiffEqSensitivity	Direct	760
DiffEqGPU	Direct	217
ValueShapes	Direct	130
Quadrature	Direct	103
BAT	Direct	47
SliceMap	Direct	36
ScatterNNlib	Direct	20
Torch	Direct	7
SpectralDistances	Direct	3
ArrayAllez	Direct	1
BliContractor	Direct	0
GeometricMachineLearning	Direct	0
AbstractNeuralNetworks	Direct	0
NamedPlus	Direct	0
Flux	Depth 2	9,258
SciMLSensitivity	Depth 2	1,740
Surrogates	Depth 2	190
NeuralPDE	Depth 2	156
LuxTestUtils	Depth 2	142
NonconvexCore	Depth 2	73
LaplaceRedux	Depth 2	68
NonconvexUtils	Depth 2	61
NonconvexIpopt	Depth 2	57
Transformers	Depth 2	50
ReinforcementLearningZoo	Depth 2	46
ACEpotentials	Depth 2	45
Octofitter	Depth 2	37
Sleipnir	Depth 2	37
FluxOptTools	Depth 2	30
FluxTraining	Depth 2	26
VUMPSAutoDiff	Depth 2	26
BetaML	Depth 2	26
PEPSKit	Depth 2	25
CounterfactualExplanations	Depth 2	24
NonconvexMMA	Depth 2	19
TNRKit	Depth 2	19
TuringBenchmarking	Depth 2	16
MagNav	Depth 2	16
InformationGeometry	Depth 2	16
RadiationSpectra	Depth 2	16
ArrayPadding	Depth 2	15
AbstractCosmologicalEmulators	Depth 2	14
QuadratureCuba	Depth 2	13
NonconvexNLopt	Depth 2	11
ParallelParticleSwarms	Depth 2	10
GridapTopOpt	Depth 2	8
RandomMeas	Depth 2	8
AutoEncoderToolkit	Depth 2	7
MGVI	Depth 2	7
NonconvexJuniper	Depth 2	7
TextModels	Depth 2	6
TopOpt	Depth 2	6
CMBLensing	Depth 2	6
Effort	Depth 2	6
Tsunami	Depth 2	6
Crux	Depth 2	6
ApplicationDrivenLearning	Depth 2	5
NeuralNetDiffEq	Depth 2	5
RobustNeuralNetworks	Depth 2	5
Fluxperimental	Depth 2	5
HighDimPDE	Depth 2	5
WaveOpticsPropagation	Depth 2	4
SignalTemporalLogic	Depth 2	4
WeightedArrays	Depth 2	4
MacroEnergyTimeReduction	Depth 2	4
StochasticAD	Depth 2	4
SciMLExpectations	Depth 2	4
FinancialMonteCarlo	Depth 2	3
UniversalDiffEq	Depth 2	3
QuanEstimationBase	Depth 2	3
Kinbiont	Depth 2	3
EasyHybrid	Depth 2	3
FluxOptics	Depth 2	3
ODINN	Depth 2	3
NonlinearOptimizationTestFunctions	Depth 2	2
EFTfitter	Depth 2	2
TeneT	Depth 2	2
SHTnsKit	Depth 2	2
BackwardsLinalg	Depth 2	2
Flux3D	Depth 2	2
RelevancePropagation	Depth 2	2
Solaris	Depth 2	2
SinusoidalRegressions	Depth 2	2
TrajectoryBundles	Depth 2	2
CirculantAttention	Depth 2	2
PDMPFlux	Depth 2	2
FluxArchitectures	Depth 2	1
MLJGaussianProcesses	Depth 2	1
TASOPT	Depth 2	1
Jello	Depth 2	1
GaussianSplatting	Depth 2	1
FluxNLPModels	Depth 2	1
ContinuousNormalizingFlows	Depth 2	1
DeconvOptim	Depth 2	1
DPFEHM	Depth 2	1
ElectrochemicalKinetics	Depth 2	1
DifferentiableBackwardEuler	Depth 2	1
POMDPStressTesting	Depth 2	1